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Interactive and dynamic visualization of high-dimensional data

thesis first posted online on 2023-03-15

Monash University Theses

Visualization and analysis of probability distributions of large temporal data

thesis first posted online on 2022-03-04

SAYANI GUPTA

Novel Approach to the Reconstruction of Partially Detected Evolving Systems

thesis first posted online on 2022-02-16

VALENTINA DI MARCO

Bayesian change-point detection for dynamic functional brain networks

thesis first posted online on 2021-08-31

LINGBIN BIAN

Fluent statistical computing interfaces for biological data analysis

thesis first posted online on 2020-11-01

STUART ANDREW LEE

Exact and approximate methods of sampling from posterior distributions of parameters in non-linear ordinary differential equations

thesis first posted online on 2020-08-13

AMANI ABDULLAH O ALAHMADI

Bayesian change-point modeling with segmented ARMA model

thesis first posted online on 2020-05-26

FARHANA SADIA

Probabilistic Forecast Reconciliation: Theory and Applications

thesis first posted online on 2020-02-19

CHATHURANGANIE PUWASALA GAMAKUMARA ATHAPATTU GAMAKUMARA KONARA M

Fan Cheng: Data Fluency Digital Toolkit Poster - Minor Prize

poster first posted online on 2019-12-05

Fan Cheng

Anomaly Detection in Streaming Time Series Data

thesis first posted online on 2019-12-02

Priyanga Dilini Talagala

Tidy tools for supporting fluent workflow in temporal data analysis

thesis first posted online on 2019-12-02

YIRU WANG

Computationally Efficient Forecasting Methods for Large-Scale Real-Time Applications

thesis first posted online on 2019-11-15

THIYANGA SHAMINI TALAGALA

DATASET

Fuzzy Clustering of Interval Time Series

dataset first posted online on 2019-11-14

Elizabeth Ann Maharaj

Detection constraint for Harvesting Attack in Proof of Work mining pools

report first posted online on 2019-07-09

Fractional Factorial and Related Designs–Optimality and Construction

thesis first posted online on 2019-04-15

Rakhi Singh

Clinical Evidence on Efficacy and Safety of Whey Protein Supplements on Performance and Recovery among Athletes: A Systematic Review and Meta-analysis

thesis first posted online on 2019-03-21

FUI CHING LAM

Permanent

FILES UNDER EMBARGO

Surface roughness of Selective Laser Melted Ti-6Al-4V alloy components

thesis first posted online on 2018-09-18

ZHUOER CHEN

Permanent

FILES UNDER EMBARGO

Moment-Based Uncertainty Propagation Using Multivariate Polynomials: Advances in Probabilistic Engineering Design

thesis first posted online on 2018-08-27

ARVIND RAJAN

Probabilistic Models for Learning

presentation first posted online on 2018-03-29

WRAY BUNTINE

Working with a linguistic corpus using R: An introductory note with Indonesian Negating Construction

dataset first posted online on 2018-03-19

Immigrants and the professions in Australia

report first posted online on 2017-11-23

A not so perfect match: the growing male/female divide 1986-1996

report first posted online on 2017-11-23

Markov chain Monte Carlo methods for Bayesian network inference, with applications in systems biology

thesis first posted online on 2017-07-16

SALEM ALI S ALYAMI

Optimal forecasts for hierarchical and grouped time series

thesis first posted online on 2017-05-23

Shanika L Wickramasuriya

Forecasting large collections of related time series

presentation first posted online on 2016-08-30

Rob Hyndman

Forecasting big time series data using R

presentation first posted online on 2015-10-24

Rob Hyndman

Predicting blood glucose levels from HbA1c is not the same as predicting HbA1c from blood glucose levels: a common methodological misunderstanding.

report first posted online on 2015-10-20